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A collection of extensions and native containers for DOTS to write more performant code

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NZCore

Helpful extensions for Entities, NativeContainer extensions and custom NativeContainers that I've used over the years in my codebase. Credits for DynamicHashMap and batch add methods for NativeList/MultiHashMap go to tertle. There's also a new ResizeBufferCapacity by him but it's still very experimental and has a bug with subscenes data on new imports of a project.

Some highlights:

  • Asset Management
    • Auto incrementing ScriptableObjects
    • Create blobs from ScriptableObjects
  • Extensions for
    • Archetypes
    • Chunk
    • NativeContainers
    • Components and DynamicBuffers
    • UnsafeComponentLookup
    • World
  • Lots of small helpers
    • Bits
    • Bytes
    • Generic math
    • Logical comparisons (non generic yet)
    • SerializableGuid
  • Custom Native Containers
    • ParallelList
    • UnsafeGenericStack
    • KeyValueArrayHashMap (turns any kind of array into a hashmap)
    • UnsafeQueue
    • ArrayHashMap
  • Custom Systems
    • Destruction Pipeline
  • Utility
    • BigDouble
    • BlockWriter (for easier code generation)
  • UIToolkit helpers

Most is not documented at all. I'm sorry. I'll do so when I find the time for it.

Note about Entities 1.0: Unity has listened to our requirements and Entities 1.0 has changed ComponentDataFromEntity to ComponentLookup and added methods to to get RefRO/RW structs of an IComponentData. This makes UnsafeCDFE not as important as it once was. However, there's still a bit of value found because you can directly get a ref value and not the struct wrapper and getting the pointers is easier, without relying on calling UnsafeUtility.AddressOf on a RefRW/RO.

NZCore namespace:

using NZCore;

Inside System - change:

  var Health_WriteLookup = GetComponentDataFromEntity<Health>(false); // old version
  var Health_WriteLookup = SystemAPI.GetComponentLookup<Health>(false); // new version

to:

  var Health_WriteLookup = EntityManager.GetUnsafeCDFE<Health>(false); // old version
  // the new version supports implicit conversion!
  // all you need to do now is change from ComponentLookup to UnsafeComponentLookup. It's that easy! :)
  // your job struct would declare: UnsafeComponentLookup<Health> Health_WriteLookup
  var job = new JobStruct
  {
    Health_WriteLookup = SystemAPI.GetComponentLookup<Health>(false);
  }.Schedule();

Now you can query health and get a ref:

ref var healthComp = ref Health_WriteLookup.GetRef(lookupEntity);
healthComp.health += 100;

NZNativeContainers

While optimizing I've found the need for special data containers to speed things up even further. Often allocations, write performance or thread stalls starts being a bottleneck and this is where those custom containers help out. These are:

  • ParallelList
  • ParallelListHashMap
  • KeyValue
  • ValueOnly
  • UnsafeQueue

ParallelList: A NativeList has the downside of thread stalls when writing in parallel. ParallelList is designed for maximum write performance without any requirement of Interlocked or atomic operations.

The usage is simple:

var parallelList = new ParallelList<TestStruct>(initialSize, Allocator.Persistent);

In OnUpdate

// Very similar to NativeStreams ForEachCount, however this uses, in most cases the chunk count, or in other words, the amount of times, 
// a parallelList is opened for writing. 
// As shown in the job below. It doesn't have to necessarily be the chunk count. For 
// This has nothing to do with the amount of threads or internal lists.
parallelList.SetChunkCount(count); 
int count = 250000;
int writeCount = 32;
var writeJobHandle = new TestJob_ParallelListWrite()
{
	writeCount = writeCount,
	paralleListWriter = parallelList.AsWriter()
}.ScheduleParallel(count, 64, default);

A simple parallel write job

[BurstCompile]
public struct TestJob_ParallelListWrite : IJobFor
{
	public int writeCount;
	public ParallelList<TestStruct>.Writer paralleListWriter;
	
	public void Execute(int index)
	{
		paralleListWriter.BeginForEachChunk(index);

		for (int i = 0; i < writeCount;i++)
		{
			paralleListWriter.Write(new TestStruct()
			{
				data1 = 1,
				data2 = 2,
				data3 = 3.0f
			});
		}
		
		paralleListWriter.EndForEachChunk();
	}
}

ParallelListHashMap: To index a ParallelList a ParallelListHashMap can be built. The inputs are a ParallelList key and value array.

KeyValue: NativeHashMap has the downside of requiring a copy process for the key and value array. This NativeContainer skips the copying and enables to index an existing key and value array.

ValueOnly: The same principle as KeyValue with the exception that there's no key array because the key is inside the value array. For that to work, the type and offset to the key has to be set.

NZCore namespace: Helpful access to internal data of Entities. This includes Blobs, Chunks, DynamicBuffers, EntityManager, FixedList, StorageInfo and World. The MVP of this namespace is

public static void SetChangeVersion<T>(this ArchetypeChunk chunk, ref ComponentTypeHandle<T> handle)

As you may know, acquiring the component array from a write handle bumps the version of the ComponentType, regardless if you write to the array or not. This is problematic when implementing change filtering. When the version always gets bumped, a change is triggered everytime making change filters totally useless. To work around this, the trick is to acquire RO access from a write handle. No version is incremented then. After the conditional writes are done, a call to SetChangeVersion with the handle bumps the version. That way any jobs that implement change filtering are correctly triggered.

NZNativeContainers.Extensions namespace:

A bunch of extensions for NativeList and NativeMultiHashMap. Parts were written by tertle and can be found in the NZCore\Bovine folder.

Also provided is an extension method, GetRefValuesForKey which will return an enumerator that is able to get ref values from the NativeMultiHashMap.

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A collection of extensions and native containers for DOTS to write more performant code

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